Towards a Robust Visual Place Recognition in Large-Scale vSLAM Scenarios Based on a Deep Distance Learning

The application of deep learning is blooming in the field of visual place recognition, which plays a critical role in visual Simultaneous Localization and Mapping (vSLAM) applications. The use of convolutional neural networks (CNNs) achieve better performance than handcrafted feature descriptors. Ho...

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Bibliographic Details
Main Authors: Liang Chen, Sheng Jin, Zhoujun Xia
Format: Article
Language:English
Published: MDPI AG 2021-01-01
Series:Sensors
Subjects:
CNN
Online Access:https://www.mdpi.com/1424-8220/21/1/310